I don't recall running into those totally confused people. If someone agrees with conservatives on social issues, national defense and economic policy, then they are conservatives, and would be mocking the libertarian left wing agenda, and their party platform.
I've heard there is an easy way to avoid that short-term memory loss.
Being pro-life, pro-traditional marriage, anti-drugs, and strong on defense is not totally confusing to the rest of us.